An 8 million parameter model that asks two questions about anomalies
NVIDIA's Kumo Anomaly keeps the anomaly score apart from the flag. Here is how it works, what people miss, and how to check it on your own data.

NVIDIA's Kumo Anomaly keeps the anomaly score apart from the flag. Here is how it works, what people miss, and how to check it on your own data.

I follow one request through FastAPI to show how one set of type hints drives the input checks, the editor help and the docs at /docs.

One model download and one chat request, followed through Ollama's local server, its runners, the files on disk and the 5 minute memory timer.
